{"id":"W2472618253","doi":"10.1212/01.wnl.0000198727.72601.48","title":"January 24 Highlight and Commentary","year":2006,"lang":"en","type":"letter","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natural history; Disease; Gerontology; Medicine; Psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004327605,0.001211227,0.001863352,0.0009423856,0.003918685,0.004071172,0.004810545,0.04932814,0.02128639],"category_scores_gemma":[0.02946535,0.0008026126,0.001920076,0.001158832,0.002732933,0.003421358,0.001532102,0.03701894,0.02490587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00697493,"about_ca_system_score_gemma":0.005807722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01532121,"about_ca_topic_score_gemma":0.02302408,"domain_scores_codex":[0.9959383,0.0009731033,0.00042796,0.0005704272,0.001576319,0.0005139091],"domain_scores_gemma":[0.9884728,0.004462824,0.0006982836,0.0005327791,0.004122287,0.001710987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001306861,0.000004330677,0.00003801013,0.00002819629,0.000003771823,0.0001394859,0.00001518492,0.000008327197,0.00001469882,0.0001979064,0.9982622,0.001274786],"study_design_scores_gemma":[0.0000463456,0.00002197838,0.000571532,0.0002521814,0.00001811831,0.0004177254,0.0001216687,0.00007143107,0.00007999603,0.001050756,0.9973231,0.00002524568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001488438,0.00211752,0.00005460322,0.8438947,0.1481985,0.00002953198,0.0001437661,0.00006619522,0.005346508],"genre_scores_gemma":[0.001170979,0.0009523798,0.00007671153,0.8774447,0.1073384,0.00005008767,0.00005342315,0.00002670189,0.01288668],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04932814,"threshold_uncertainty_score":0.07121009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0331192043357631,"score_gpt":0.2837804280591184,"score_spread":0.2506612237233553,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}